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stat.ML2024

On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning

Lucas de Lara, Mathis Deronzier, Alberto González-Sanz +1

The push-forward operation enables one to redistribute a probability measure through a deterministic map. It plays a key role in statistics and optimization: many learning problems…